Specialized capability

AI Agents For Controlled Business Workflows

Design AI-assisted workflows that retrieve approved knowledge, classify work, draft responses and hand decisions to people.

Capability

AI Agents For Controlled Business Workflows

Design AI-assisted workflows that retrieve approved knowledge, classify work, draft responses and hand decisions to people.

Business problems

  • Knowledge is hard to find
  • Support questions repeat
  • Documents need triage
  • AI output lacks review controls

What can be built

  • Knowledge assistants
  • Lead qualification flows
  • Human handoff queues
  • Document review assistants
  • Approved prompt workflows

Fit and limitations

  • AI output can be wrong and needs risk-appropriate review
  • Knowledge approval and access control are mandatory
  • Model and provider costs are separate

Delivery process

From messy workflow to maintainable system.

01

Audit

Practical steps, validation, and documentation based on selected scope.

02

Design

Practical steps, validation, and documentation based on selected scope.

03

Build

Practical steps, validation, and documentation based on selected scope.

04

Launch

Practical steps, validation, and documentation based on selected scope.

Usually yes, after cleaning structure, keys, permissions, and validation rules.

Related proof

See the Experience Case Studies for dummy-data demonstrations of how these capabilities become usable internal apps.

Open Experience Case Studies